summary
summary(fit_brm_sequential, prob = .9)
## Family: MV(gaussian, gaussian, gaussian)
## Links: mu = identity; sigma = identity
## mu = identity; sigma = identity
## mu = identity; sigma = identity
## Formula: mindful_response ~ active_week * regulation_expression + (0 + active_week | i | pID)
## craving_previous ~ active_week * regulation_expression + mindful_response * regulation_expression + (0 + active_week + mindful_response | i | pID)
## drinks_number ~ active_week * regulation_expression + regulation_expression * craving_previous + mindful_response * regulation_expression + (0 + active_week + craving_previous + mindful_response | i | pID)
## Data: ema_within (Number of observations: 291)
## Draws: 4 chains, each with iter = 500; warmup = 250; thin = 4;
## total post-warmup draws = 250
##
## Group-Level Effects:
## ~pID (Number of levels: 30)
## Estimate
## sd(mindfulresponse_active_weekoff) 0.15
## sd(mindfulresponse_active_weekon) 0.14
## sd(cravingprevious_active_weekoff) 0.39
## sd(cravingprevious_active_weekon) 0.15
## sd(cravingprevious_mindful_response) 0.17
## sd(drinksnumber_active_weekoff) 0.61
## sd(drinksnumber_active_weekon) 0.28
## sd(drinksnumber_craving_previous) 0.41
## sd(drinksnumber_mindful_response) 0.52
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) -0.12
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 0.06
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) -0.04
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 0.02
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) -0.01
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 0.02
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) -0.05
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 0.07
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 0.07
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) -0.04
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 0.01
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 0.05
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) -0.11
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) -0.08
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) -0.01
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) -0.02
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 0.03
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) -0.04
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) -0.05
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) -0.06
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 0.11
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 0.16
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) -0.12
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 0.05
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) -0.02
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) -0.08
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) -0.04
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 0.00
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) -0.11
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 0.11
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 0.17
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) -0.05
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 0.17
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 0.08
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) -0.06
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) -0.21
## Est.Error
## sd(mindfulresponse_active_weekoff) 0.10
## sd(mindfulresponse_active_weekon) 0.10
## sd(cravingprevious_active_weekoff) 0.20
## sd(cravingprevious_active_weekon) 0.12
## sd(cravingprevious_mindful_response) 0.12
## sd(drinksnumber_active_weekoff) 0.34
## sd(drinksnumber_active_weekon) 0.20
## sd(drinksnumber_craving_previous) 0.14
## sd(drinksnumber_mindful_response) 0.20
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) 0.33
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 0.32
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) 0.31
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 0.32
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) 0.32
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 0.31
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) 0.32
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 0.32
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 0.31
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) 0.32
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 0.31
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 0.31
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) 0.30
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) 0.31
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) 0.32
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) 0.30
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 0.31
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) 0.33
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) 0.31
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) 0.32
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 0.31
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 0.31
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) 0.30
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 0.30
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) 0.31
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) 0.31
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) 0.32
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 0.31
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) 0.31
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 0.31
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 0.29
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) 0.31
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 0.32
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 0.29
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) 0.31
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) 0.28
## l-90% CI
## sd(mindfulresponse_active_weekoff) 0.01
## sd(mindfulresponse_active_weekon) 0.01
## sd(cravingprevious_active_weekoff) 0.06
## sd(cravingprevious_active_weekon) 0.01
## sd(cravingprevious_mindful_response) 0.02
## sd(drinksnumber_active_weekoff) 0.09
## sd(drinksnumber_active_weekon) 0.03
## sd(drinksnumber_craving_previous) 0.20
## sd(drinksnumber_mindful_response) 0.17
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) -0.63
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) -0.50
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) -0.55
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) -0.50
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) -0.53
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) -0.48
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) -0.56
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) -0.45
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) -0.44
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) -0.56
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) -0.50
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) -0.46
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) -0.59
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) -0.56
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) -0.52
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) -0.52
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) -0.48
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) -0.57
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) -0.55
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) -0.57
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) -0.43
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) -0.37
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) -0.59
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) -0.47
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) -0.52
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) -0.57
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) -0.55
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) -0.51
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) -0.58
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) -0.39
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) -0.33
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) -0.54
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) -0.37
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) -0.43
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) -0.54
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) -0.65
## u-90% CI
## sd(mindfulresponse_active_weekoff) 0.33
## sd(mindfulresponse_active_weekon) 0.32
## sd(cravingprevious_active_weekoff) 0.73
## sd(cravingprevious_active_weekon) 0.39
## sd(cravingprevious_mindful_response) 0.38
## sd(drinksnumber_active_weekoff) 1.15
## sd(drinksnumber_active_weekon) 0.66
## sd(drinksnumber_craving_previous) 0.64
## sd(drinksnumber_mindful_response) 0.86
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) 0.44
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 0.57
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) 0.48
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 0.52
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) 0.52
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 0.54
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) 0.47
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 0.56
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 0.58
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) 0.49
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 0.53
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 0.53
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) 0.41
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) 0.45
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) 0.51
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) 0.50
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 0.56
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) 0.52
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) 0.46
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) 0.49
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 0.60
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 0.63
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) 0.36
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 0.52
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) 0.51
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) 0.43
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) 0.47
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 0.54
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) 0.44
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 0.60
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 0.64
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) 0.47
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 0.67
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 0.54
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) 0.45
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) 0.29
## Rhat
## sd(mindfulresponse_active_weekoff) 1.00
## sd(mindfulresponse_active_weekon) 1.00
## sd(cravingprevious_active_weekoff) 1.00
## sd(cravingprevious_active_weekon) 1.00
## sd(cravingprevious_mindful_response) 1.00
## sd(drinksnumber_active_weekoff) 1.01
## sd(drinksnumber_active_weekon) 1.00
## sd(drinksnumber_craving_previous) 1.00
## sd(drinksnumber_mindful_response) 1.00
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) 1.00
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 1.00
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) 1.00
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 1.00
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) 1.01
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 1.00
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) 1.00
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 1.00
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 1.01
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) 1.00
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 1.00
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 1.00
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) 1.00
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) 1.00
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) 1.00
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) 1.00
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 1.00
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) 1.00
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) 1.00
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) 1.00
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 1.00
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 1.00
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) 1.00
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 1.00
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) 1.00
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) 1.01
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) 1.00
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 1.00
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) 1.00
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 1.00
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 1.00
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) 1.01
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 1.00
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 1.00
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) 1.00
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) 1.00
## Bulk_ESS
## sd(mindfulresponse_active_weekoff) 785
## sd(mindfulresponse_active_weekon) 862
## sd(cravingprevious_active_weekoff) 820
## sd(cravingprevious_active_weekon) 1018
## sd(cravingprevious_mindful_response) 939
## sd(drinksnumber_active_weekoff) 740
## sd(drinksnumber_active_weekon) 853
## sd(drinksnumber_craving_previous) 859
## sd(drinksnumber_mindful_response) 846
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) 897
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 1080
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) 910
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 938
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) 890
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 824
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) 1023
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 813
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 979
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) 1022
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 974
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 1039
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) 921
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) 947
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) 1115
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) 1066
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 1046
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) 982
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) 919
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) 918
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 1041
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 858
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) 854
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 987
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) 940
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) 898
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) 918
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 1011
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) 803
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 888
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 1065
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) 914
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 931
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 939
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) 934
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) 1025
## Tail_ESS
## sd(mindfulresponse_active_weekoff) 898
## sd(mindfulresponse_active_weekon) 952
## sd(cravingprevious_active_weekoff) 916
## sd(cravingprevious_active_weekon) 990
## sd(cravingprevious_mindful_response) 884
## sd(drinksnumber_active_weekoff) 837
## sd(drinksnumber_active_weekon) 988
## sd(drinksnumber_craving_previous) 572
## sd(drinksnumber_mindful_response) 651
## cor(mindfulresponse_active_weekoff,mindfulresponse_active_weekon) 914
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekoff) 995
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekoff) 865
## cor(mindfulresponse_active_weekoff,cravingprevious_active_weekon) 904
## cor(mindfulresponse_active_weekon,cravingprevious_active_weekon) 835
## cor(cravingprevious_active_weekoff,cravingprevious_active_weekon) 918
## cor(mindfulresponse_active_weekoff,cravingprevious_mindful_response) 988
## cor(mindfulresponse_active_weekon,cravingprevious_mindful_response) 893
## cor(cravingprevious_active_weekoff,cravingprevious_mindful_response) 987
## cor(cravingprevious_active_weekon,cravingprevious_mindful_response) 994
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekoff) 915
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekoff) 990
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekoff) 754
## cor(cravingprevious_active_weekon,drinksnumber_active_weekoff) 1036
## cor(cravingprevious_mindful_response,drinksnumber_active_weekoff) 915
## cor(mindfulresponse_active_weekoff,drinksnumber_active_weekon) 933
## cor(mindfulresponse_active_weekon,drinksnumber_active_weekon) 995
## cor(cravingprevious_active_weekoff,drinksnumber_active_weekon) 941
## cor(cravingprevious_active_weekon,drinksnumber_active_weekon) 802
## cor(cravingprevious_mindful_response,drinksnumber_active_weekon) 879
## cor(drinksnumber_active_weekoff,drinksnumber_active_weekon) 931
## cor(mindfulresponse_active_weekoff,drinksnumber_craving_previous) 867
## cor(mindfulresponse_active_weekon,drinksnumber_craving_previous) 944
## cor(cravingprevious_active_weekoff,drinksnumber_craving_previous) 946
## cor(cravingprevious_active_weekon,drinksnumber_craving_previous) 1033
## cor(cravingprevious_mindful_response,drinksnumber_craving_previous) 975
## cor(drinksnumber_active_weekoff,drinksnumber_craving_previous) 880
## cor(drinksnumber_active_weekon,drinksnumber_craving_previous) 1032
## cor(mindfulresponse_active_weekoff,drinksnumber_mindful_response) 897
## cor(mindfulresponse_active_weekon,drinksnumber_mindful_response) 870
## cor(cravingprevious_active_weekoff,drinksnumber_mindful_response) 969
## cor(cravingprevious_active_weekon,drinksnumber_mindful_response) 948
## cor(cravingprevious_mindful_response,drinksnumber_mindful_response) 927
## cor(drinksnumber_active_weekoff,drinksnumber_mindful_response) 959
## cor(drinksnumber_active_weekon,drinksnumber_mindful_response) 995
## cor(drinksnumber_craving_previous,drinksnumber_mindful_response) 994
##
## Population-Level Effects:
## Estimate Est.Error
## mindfulresponse_Intercept -0.20 0.09
## cravingprevious_Intercept 0.49 0.14
## drinksnumber_Intercept 0.94 0.23
## mindfulresponse_active_weekon 0.48 0.12
## mindfulresponse_regulation_expression -0.20 0.08
## mindfulresponse_active_weekon:regulation_expression 0.53 0.12
## cravingprevious_active_weekon 0.03 0.19
## cravingprevious_regulation_expression 0.10 0.14
## cravingprevious_mindful_response -0.29 0.10
## cravingprevious_active_weekon:regulation_expression -0.20 0.21
## cravingprevious_regulation_expression:mindful_response -0.02 0.10
## drinksnumber_active_weekon 0.04 0.28
## drinksnumber_regulation_expression -0.43 0.22
## drinksnumber_craving_previous 0.62 0.13
## drinksnumber_mindful_response -0.51 0.18
## drinksnumber_active_weekon:regulation_expression 0.48 0.31
## drinksnumber_regulation_expression:craving_previous -0.02 0.13
## drinksnumber_regulation_expression:mindful_response -0.21 0.17
## l-90% CI u-90% CI Rhat
## mindfulresponse_Intercept -0.35 -0.05 1.00
## cravingprevious_Intercept 0.25 0.73 1.00
## drinksnumber_Intercept 0.57 1.30 1.00
## mindfulresponse_active_weekon 0.28 0.67 1.00
## mindfulresponse_regulation_expression -0.35 -0.07 1.00
## mindfulresponse_active_weekon:regulation_expression 0.33 0.73 1.00
## cravingprevious_active_weekon -0.27 0.34 1.00
## cravingprevious_regulation_expression -0.14 0.33 1.00
## cravingprevious_mindful_response -0.45 -0.11 1.00
## cravingprevious_active_weekon:regulation_expression -0.54 0.16 1.00
## cravingprevious_regulation_expression:mindful_response -0.18 0.15 1.00
## drinksnumber_active_weekon -0.45 0.51 1.00
## drinksnumber_regulation_expression -0.81 -0.09 1.00
## drinksnumber_craving_previous 0.41 0.82 1.01
## drinksnumber_mindful_response -0.78 -0.21 1.00
## drinksnumber_active_weekon:regulation_expression -0.02 1.00 1.00
## drinksnumber_regulation_expression:craving_previous -0.23 0.19 1.00
## drinksnumber_regulation_expression:mindful_response -0.48 0.07 1.00
## Bulk_ESS Tail_ESS
## mindfulresponse_Intercept 883 1073
## cravingprevious_Intercept 1062 977
## drinksnumber_Intercept 956 908
## mindfulresponse_active_weekon 1029 935
## mindfulresponse_regulation_expression 926 906
## mindfulresponse_active_weekon:regulation_expression 1037 973
## cravingprevious_active_weekon 1084 1025
## cravingprevious_regulation_expression 945 918
## cravingprevious_mindful_response 958 905
## cravingprevious_active_weekon:regulation_expression 952 883
## cravingprevious_regulation_expression:mindful_response 1006 953
## drinksnumber_active_weekon 994 916
## drinksnumber_regulation_expression 893 894
## drinksnumber_craving_previous 1069 947
## drinksnumber_mindful_response 1003 952
## drinksnumber_active_weekon:regulation_expression 970 917
## drinksnumber_regulation_expression:craving_previous 1002 913
## drinksnumber_regulation_expression:mindful_response 891 1028
##
## Family Specific Parameters:
## Estimate Est.Error l-90% CI u-90% CI Rhat Bulk_ESS
## sigma_mindfulresponse 0.88 0.04 0.82 0.94 1.00 965
## sigma_cravingprevious 1.28 0.06 1.19 1.39 1.00 754
## sigma_drinksnumber 1.77 0.09 1.63 1.92 1.00 920
## Tail_ESS
## sigma_mindfulresponse 902
## sigma_cravingprevious 910
## sigma_drinksnumber 1019
##
## Draws were sampled using sampling(NUTS). For each parameter, Bulk_ESS
## and Tail_ESS are effective sample size measures, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).